Weather Forecasting on ERA5 1.4° grid (test) benchmark leaderboard · SOTA2 Research

Weather Forecasting on ERA5 1.4° grid (test)

0.0549RMSEOneforecast

Evaluation Results

Method	Links
Oneforecast2026.02		0.0549	99.43
EMFormer2026.02		0.0599	99.49
Graphcast2026.02		0.0626	99.28
EMFormer2026.02		0.0626	99.31
Pangu-weather2026.02		0.0826	98.76
Fuxi2026.02		0.0987	98.2
EMFormer2026.02		0.1139	97.75
EMFormer2026.02		0.1219	97.49
Oneforecast2026.02		0.1231	97.37
Graphcast2026.02		0.1304	97.05
Pangu-weather2026.02		0.1571	95.81
Fuxi2026.02		0.1708	95.11
EMFormer2026.02		0.2539	89.36
EMFormer2026.02		0.2673	88.45
Oneforecast2026.02		0.2732	88.25
Graphcast2026.02		0.2861	87.05
Pangu-weather2026.02		0.338	81.67
EMFormer2026.02		0.4072	72.23
Fuxi2026.02		0.4128	73.79
EMFormer2026.02		0.4327	69.78
Oneforecast2026.02		0.4468	68.88
Graphcast2026.02		0.4597	66.92
Pangu-weather2026.02		0.5092	57.38
EMFormer2026.02		0.5094	53.89
EMFormer2026.02		0.5719	46.14
Oneforecast2026.02		0.5918	44.57
Fuxi2026.02		0.5972	44.46
Graphcast2026.02		0.6009	42.75
Pangu-weather2026.02		0.6215	35.42
Fuxi2026.02		0.6981	23.91